N2Sky - Neural Networks as Services in the Clouds

N2Sky - Neural Networks as Services in the Clouds

Abstract

We present the N2Sky system, which provides a framework for the exchange of neural network specific knowledge, as neural network paradigms and objects, by a virtual organization environment. It follows the sky computing paradigm delivering ample resources by the usage of federated Clouds. N2Sky is a novel Cloud-based neural network simulation environment, which follows a pure service oriented approach. The system implements a transparent environment aiming to enable both novice and experienced users to do neural network research easily and comfortably. N2Sky is built using the RAVO reference architecture of virtual organizations which allows itself naturally integrating into the Cloud service stack (SaaS, PaaS, and IaaS) of service oriented architectures.

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Authors
  • Schikuta, Erich
  • Mann, Erwin
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Shortfacts
Category
Paper in Conference Proceedings or in Workshop Proceedings
Event Title
International Joint Conference on Neural Networks
Divisions
Workflow Systems and Technology
Subjects
Datenbanken
Webentwicklung, Webanwendungen
Kuenstliche Intelligenz
Event Location
Dallas, USA
Event Type
Conference
Event Dates
4. - 6. August 2013
Publisher
IEEE
Date
2013
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